Ling Xiang

Fault detection of wind turbine based on SCADA data analysis using CNN and LSTM with attention mechanism

Ling Xiang, Penghe Wang, Xin Yang et al. · Measurement · 2021 · 385 citations

Computing, Computer Science, Data Science +17

A novel method based on meta-learning for bearing fault diagnosis with small sample learning under different working conditions

Hao Su, Ling Xiang, Aijun Hu et al. · Mechanical Systems and Signal Processing · 2022 · 274 citations

Computing, Computer Science, Machine Learning +15

Condition monitoring and anomaly detection of wind turbine based on cascaded and bidirectional deep learning networks

Ling Xiang, Xin Yang, Aijun Hu et al. · Applied Energy · 2021 · 233 citations

Computing, Computer Science, Data Science +17

A time-frequency spectral amplitude modulation method and its applications in rolling bearing fault diagnosis

Zuhua Jiang, Kun Zhang, Ling Xiang et al. · Mechanical Systems and Signal Processing · 2022 · 152 citations

Engineering, Electrical Engineering, Time Series Analysis +12

Ultra-short term wind power prediction applying a novel model named SATCN-LSTM

Ling Xiang, Jianing Liu, Xin Yang et al. · Energy Conversion and Management · 2021 · 149 citations

Natural Sciences, Data Science, Meteorology +12